{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "782ebb74-86de-4fea-a66f-1dac9fc1e655",
   "metadata": {},
   "outputs": [],
   "source": [
    "import wandb, torch\n",
    "from ddpm_conditional import *\n",
    "from fastcore.all import *"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ee209c76-64af-473d-ba7d-1332f7f644df",
   "metadata": {},
   "source": [
    "# Generation"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eda2237b-190e-4241-aab0-93945dd3e55b",
   "metadata": {},
   "source": [
    "Let's use the best model to generate samples"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "6122aacf-fd54-417d-b745-de67e9fb978d",
   "metadata": {},
   "outputs": [],
   "source": [
    "model_artifact = 'capecape/train_sd/model:v33'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "353176ca-0afe-4de3-8005-f648e598ddb0",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "11:18:00 - ERROR: Failed to detect the name of this notebook, you can set it manually with the WANDB_NOTEBOOK_NAME environment variable to enable code saving.\n",
      "\u001b[34m\u001b[1mwandb\u001b[0m: Currently logged in as: \u001b[33mcapecape\u001b[0m. Use \u001b[1m`wandb login --relogin`\u001b[0m to force relogin\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "wandb version 0.14.0 is available!  To upgrade, please run:\n",
       " $ pip install wandb --upgrade"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "Tracking run with wandb version 0.13.7"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "Run data is saved locally in <code>/home/tcapelle/wandb/Diffusion-Models-pytorch/wandb/run-20230320_111801-1b00r24s</code>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "Syncing run <strong><a href=\"https://wandb.ai/capecape/Diffusion-Models-pytorch/runs/1b00r24s\" target=\"_blank\">vital-voice-14</a></strong> to <a href=\"https://wandb.ai/capecape/Diffusion-Models-pytorch\" target=\"_blank\">Weights & Biases</a> (<a href=\"https://wandb.me/run\" target=\"_blank\">docs</a>)<br/>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[34m\u001b[1mwandb\u001b[0m: Downloading large artifact model:v33, 356.30MB. 3 files... \n",
      "\u001b[34m\u001b[1mwandb\u001b[0m:   3 of 3 files downloaded.  \n",
      "Done. 0:0:0.0\n"
     ]
    }
   ],
   "source": [
    "run = wandb.init()\n",
    "artifact = run.use_artifact(model_artifact, type='model')\n",
    "artifact_dir = artifact.download()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "11ad937b-c064-43c9-b6d7-698fb12b0601",
   "metadata": {},
   "outputs": [],
   "source": [
    "model_cpkt_path = Path(artifact_dir)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "1ae961c7-b2df-4735-8c12-1d8434326b80",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Path('artifacts/model:v33')"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model_cpkt_path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "8ab52d27-5392-4f92-8620-c03167e7f9d6",
   "metadata": {},
   "outputs": [],
   "source": [
    "diff = Diffusion(img_size=config.img_size, num_classes=config.num_classes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "e20afaec-4d30-4e94-b3dc-5c927d3d9837",
   "metadata": {},
   "outputs": [],
   "source": [
    "diff.load(model_cpkt_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "cb3fba5e-74d9-4b6e-87e2-891c127afa11",
   "metadata": {},
   "outputs": [],
   "source": [
    "labels = torch.ones(10).long().cuda()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "1b7853e5-9412-43d6-b99a-932e6f833fd2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['airplane',\n",
       " 'automobile',\n",
       " 'bird',\n",
       " 'cat',\n",
       " 'deer',\n",
       " 'dog',\n",
       " 'frog',\n",
       " 'horse',\n",
       " 'ship',\n",
       " 'truck']"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cifar_labels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "1509526e-84a7-46ff-b343-10604ab8aa06",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor([1, 1, 1, 1, 1, 1, 1, 1, 1, 1], device='cuda:0')"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "labels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "587ddd4b-f5ad-4859-8327-b8d633d77efa",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "11:18:21 - INFO: Sampling 10 new images....\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "<style>\n",
       "    /* Turns off some styling */\n",
       "    progress {\n",
       "        /* gets rid of default border in Firefox and Opera. */\n",
       "        border: none;\n",
       "        /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
       "        background-size: auto;\n",
       "    }\n",
       "    progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
       "        background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
       "    }\n",
       "    .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
       "        background: #F44336;\n",
       "    }\n",
       "</style>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "samples = diff.sample(use_ema=False, labels=labels)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "be88f21a-7bf7-4877-b95e-a74738c778be",
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 3200x3200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_images(samples)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e3df847f-8783-4dbe-aff9-ba917d379578",
   "metadata": {},
   "outputs": [],
   "source": [
    "wandb.finish()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f7475e27-999c-4508-8786-b647990ab4b4",
   "metadata": {
    "tags": []
   },
   "source": [
    "## Log intermediate results?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "8fc6e58f-3ac1-4baf-812f-c6f4603e4ca3",
   "metadata": {},
   "outputs": [],
   "source": [
    "@patch\n",
    "@torch.inference_mode()\n",
    "def sample_intermediate(self:Diffusion, use_ema, labels, cfg_scale=3):\n",
    "    n = len(labels)\n",
    "    model = self.ema_model if use_ema else self.model\n",
    "    model.eval()\n",
    "    with torch.inference_mode():\n",
    "        x = torch.randn((n, self.c_in, self.img_size, self.img_size)).to(self.device)\n",
    "        for i in progress_bar(reversed(range(1, self.noise_steps)), total=self.noise_steps-1, leave=False):\n",
    "            t = (torch.ones(n) * i).long().to(self.device)\n",
    "            predicted_noise = model(x, t, labels)\n",
    "            if cfg_scale > 0:\n",
    "                uncond_predicted_noise = model(x, t, None)\n",
    "                predicted_noise = torch.lerp(uncond_predicted_noise, predicted_noise, cfg_scale)\n",
    "            alpha = self.alpha[t][:, None, None, None]\n",
    "            alpha_hat = self.alpha_hat[t][:, None, None, None]\n",
    "            beta = self.beta[t][:, None, None, None]\n",
    "            if i > 1:\n",
    "                noise = torch.randn_like(x)\n",
    "            else:\n",
    "                noise = torch.zeros_like(x)\n",
    "            x = 1 / torch.sqrt(alpha) * (x - ((1 - alpha) / (torch.sqrt(1 - alpha_hat))) * predicted_noise) + torch.sqrt(beta) * noise\n",
    "            wandb.log({\"gens\": wandb.Image(x)})\n",
    "    x = (x.clamp(-1, 1) + 1) / 2\n",
    "    x = (x * 255).type(torch.uint8)\n",
    "    return x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "eb0eb9f6-ce04-416d-819f-d4a1e84ebc5c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "Finishing last run (ID:1b00r24s) before initializing another..."
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "Waiting for W&B process to finish... <strong style=\"color:green\">(success).</strong>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
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      "text/plain": [
       "<Figure size 3200x3200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "Waiting for W&B process to finish... <strong style=\"color:green\">(success).</strong>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "2587740529a147568bdc935a0e6554bf",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(Label(value='104.393 MB of 108.366 MB uploaded (0.000 MB deduped)\\r'), FloatProgress(value=0.96…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "Synced <strong style=\"color:#cdcd00\">wandering-frost-69</strong>: <a href=\"https://wandb.ai/capecape/train_sd/runs/248dej3x\" target=\"_blank\">https://wandb.ai/capecape/train_sd/runs/248dej3x</a><br/>Synced 5 W&B file(s), 999 media file(s), 0 artifact file(s) and 0 other file(s)"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "Find logs at: <code>./wandb/run-20230320_112001-248dej3x/logs</code>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with wandb.init(project=\"train_sd\", job_type=\"generation\", config=config):\n",
    "    samples = diff.sample_intermediate(True, labels=labels)\n",
    "    plot_images(samples)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d596121e-a94f-45c8-8ecf-0ca61a4a8e3e",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.15"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
